In the realm of industrial manufacturing, precision and efficiency are paramount. Yet, the challenge often lies in the delayed feedback loop between process inputs and batch yield, leading to suboptimal resource utilization and costly outcomes. Traditional methods, reliant on post-facto lab analyses, fall short in providing timely insights for proactive adjustments.